TRY THIS MODEL
Drop image here to test
cigarette_butt-xxonx/7 (latest)
Go to Universe Home
Sign In
Sign In or Sign Up
Universe
Universe
Documentation
Documentation
Documentation
Edit Project
cigarette_butt
Object Detection
Overview
Images
505
Dataset
9
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
dataset_v7
v15
·
a year ago
dataset_v6
v14
·
a year ago
dataset_v5
v8
·
a year ago
dataset_v3
v7
·
a year ago
dataset_v2
v6
·
a year ago
dataset_v1
v5
·
a year ago
2023-10-16 3:32pm
v3
·
a year ago
2023-10-16 3:17pm
v2
·
a year ago
2023-10-16 3:00pm
v1
·
a year ago
v15
dataset_v7
Generated on Nov 5, 2023
Download
Dataset
Popular Download Formats
YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
YOLOv9
TXT annotations and YAML config
used with
YOLOv9
.
YOLOv8
TXT annotations and YAML config
used with
YOLOv8
.
YOLOv5
TXT annotations and YAML config
used with
YOLOv5
.
YOLOv7
TXT annotations and YAML config
used with
YOLOv7
.
COCO JSON
COCO JSON annotations
are used with
EfficientDet Pytorch
and
Detectron 2
.
YOLO Darknet
Darknet TXT annotations
used with
YOLO Darknet
(both v3 and v4) and
YOLOv3 PyTorch
.
Pascal VOC XML
Common
XML annotation format
for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format
used for both
Tensorflow 1.5
and
Tensorflow 2.0 Object Detection
models.
PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format
is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1231
Total Images
View All Images
Dataset Split
Train Set
88%
1080
Images
Valid Set
8%
100
Images
Test Set
4%
51
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Grayscale:
Applied
Auto-Adjust Contrast:
Using Adaptive Equalization
Augmentations
Outputs per training example:
3
90° Rotate:
Clockwise, Counter-Clockwise
Rotation:
Between -15° and +15°
Saturation:
Between -60% and +60%
Noise:
Up to 10% of pixels
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Similar Projects
See More